▸ NVIDIA· HOPPER

NVIDIA H100 PCIe 96 GB

VRAM

96 GB

FLAGSHIP

BANDWIDTH

3360

GB/S

MODELS Q4

380/428

89%

7B Q4 SPEED

~384

BLAZING

▸ MODEL COVERAGE @ Q489% OF ALL

▸ ESTIMATED SPEED· BY MODEL SIZE @ Q4

Average speeds at Q4 quantization. Actual performance varies by model architecture and context length.

3B

~896

TOK/S

7B

~384

TOK/S

14B

~192

TOK/S

32B

~84

TOK/S

70B

~38

TOK/S

▸ SPECIFICATIONS

VRAM

96 GB

BANDWIDTH

3360 GB/s

FP16 COMPUTE

248.3 TFLOPS

TDP

700W

MEMORY

HBM3

ARCHITECTURE

Hopper

CUDA CORES

16,896

TENSOR CORES

528

PCIE

Gen 5 x16

MSRP

$25,000

371

FAST MODELS · >30 TOK/S

Real-time chat speed

380

USABLE · >10 TOK/S

Comfortable for all tasks

380

TOTAL COMPATIBLE

Fit in VRAM at Q4

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▸ COMPATIBLE MODELS· 380

Falcon-H1R Tiny 90M0.09B

FALCON·256K CTX· CHAT· REASONING

TOK/S · 1% VRAM

nomic-embed-text-v1.5 100M0.1B

EMBEDDING·8K CTX· CHAT

TOK/S · 1% VRAM

GPT-2 124M0.124B

GPT2·1K CTX· CHAT

TOK/S · 1% VRAM

SmolLM2 135M0.135B

SMOLLM·2K CTX· CHAT

TOK/S · 1% VRAM

SmolVLM 256M0.256B

SMOLLM·8K CTX· CHAT· VISION

TOK/S · 1% VRAM

Gemma 3 270M0.27B

GEMMA·32K CTX· CHAT

TOK/S · 1% VRAM

Snowflake Arctic Embed M v2.00.305B

EMBEDDING·8K CTX· EMBEDDING· MULTILINGUAL

TOK/S · 1% VRAM

bge-large-en-v1.5 335M0.335B

EMBEDDING·1K CTX· CHAT

TOK/S · 1% VRAM

mxbai-embed-large-v10.335B

EMBEDDING·1K CTX· EMBEDDING

TOK/S · 1% VRAM

Snowflake Arctic Embed L0.335B

EMBEDDING·1K CTX· EMBEDDING

TOK/S · 1% VRAM

GPT-2 Medium 345M0.345B

GPT2·1K CTX· CHAT

TOK/S · 1% VRAM

LFM·125K CTX· CHAT· TOOL_USE

TOK/S · 1% VRAM

SmolLM2 360M0.36B

SMOLLM·8K CTX· CHAT

TOK/S · 1% VRAM

Falcon-H1 0.5B0.5B

FALCON·128K CTX· CHAT

TOK/S · 1% VRAM

Qwen 1.5 0.5B0.5B

QWEN·32K CTX· CHAT

TOK/S · 1% VRAM

Qwen 2.5 0.5B0.5B

QWEN·32K CTX· CHAT

TOK/S · 1% VRAM

SmolVLM 500M0.5B

SMOLLM·8K CTX· CHAT· VISION

TOK/S · 1% VRAM

EMBEDDING·8K CTX· EMBEDDING

TOK/S · 1% VRAM

Snowflake Arctic Embed L v2.00.568B

EMBEDDING·8K CTX· EMBEDDING· MULTILINGUAL

TOK/S · 1% VRAM

QWEN·32K CTX· CHAT· REASONING

TOK/S · 1% VRAM

Qwen3-Embedding 0.6B0.6B

EMBEDDING·32K CTX· EMBEDDING· MULTILINGUAL

TOK/S · 1% VRAM

Falcon-H1R Tiny 0.6B0.6B

FALCON·32K CTX· CHAT· REASONING

TOK/S · 1% VRAM

Falcon Perception 0.6B0.6B

FALCON·4K CTX· VISION

TOK/S · 1% VRAM

LFM·125K CTX· CHAT· TOOL_USE

TOK/S · 1% VRAM

GPT-2 Large 774M0.774B

GPT2·1K CTX· CHAT

TOK/S · 1% VRAM

Qwen 3.5 0.8B0.8B

QWEN·256K CTX· CHAT· CODING· MULTILINGUAL

TOK/S · 1% VRAM

Qwen3.5-0.8B0.9B

QWEN·256K CTX· CHAT

TOK/S · 1% VRAM

FALCON·32K CTX· CHAT

TOK/S · 1% VRAM

INTERNLM·32K CTX· CHAT

TOK/S · 1% VRAM

OTHER·32K CTX· CHAT· VISION

TOK/S · 1% VRAM

TinyLlama 1.1B1.1B

LLAMA·2K CTX· CHAT

TOK/S · 1% VRAM

LFM2.5-1.2B-Thinking1.2B

LFM·122K CTX· CHAT· REASONING· TOOL_USE

TOK/S · 1% VRAM

Llama-3.2-1B1.2B

LLAMA·4K CTX· CHAT

TOK/S · 1% VRAM

LFM·125K CTX· CHAT· TOOL_USE· MULTILINGUAL

TOK/S · 1% VRAM

Zamba2 1.2B1.2B

OTHER·4K CTX· CHAT

TOK/S · 1% VRAM

DeepSeek Coder 1.3B1.3B

DEEPSEEK·16K CTX· CODING

TOK/S · 1% VRAM

EXAONE-4.0-1.2B1.3B

EXAONE·64K CTX· CHAT

TOK/S · 1% VRAM

OPT·2K CTX· CHAT

TOK/S · 1% VRAM

PHI·2K CTX· CODING

TOK/S · 1% VRAM

Phi-1.5 1.3B1.3B

PHI·2K CTX· CHAT· CODING

TOK/S · 1% VRAM

▸ NEXT STEP

Get personalized recommendations.

See ranked models with benchmark scores, run commands, and precise speed estimates for your H100 PCIe 96 GB.

▸Find models for H100 PCIe 96 GB Compare with other GPUs

▸ DEVICE UNDER TEST

NVIDIA H100 PCIe 96 GB — 96 GB VRAM.

▸ H100 PCIE 96 GB SPEC

BRAND: NVIDIA
VRAM: 96 GB HBM3
BANDWIDTH: 3360 GB/s
FP16 COMPUTE: 248.3 TFLOPS
FP32 COMPUTE: 62.1 TFLOPS
CUDA CORES: 16,896
TENSOR CORES: 528
TDP: 700 W
ARCHITECTURE: Hopper
MSRP: $25000

▸ AI CAPABILITY

380/ 428 models @ Q4

With 96 GB VRAM and 3360 GB/s bandwidth, this GPU handles models up to 132B parameters.

Speed ≈ bandwidth / model_size × efficiency. A 7B model at Q4 runs at ~384 tok/s.

§ 01TOP MODELS FOR H100 PCIE 96 GB

380 FIT · SHOWING 20

MODEL	SIZE	VRAM Q4	TOK/S	AVG
DBRX 132B	132B	81.2 GB	75	46.3
Mistral Medium 3.5	128B	78.7 GB	21	46.6
Qwen3.5-122B-A10B	125.1B	77.0 GB	21	45.5
Pixtral Large 124B	124B	76.3 GB	22	39.3
Mistral-Large 123B	123B	75.7 GB	22	33.5
Devstral 2 123B	123B	75.7 GB	22	38.1
Qwen 3.5 122B A10B	122B	75.1 GB	269	56.8
Nemotron 3 Super 120B	120B	73.8 GB	224	57.3
Nemotron 3 Super 120B-A12B	120B	73.8 GB	224	53.2
Mistral Small 4 119B	119B	73.2 GB	414	50.2
GPT-OSS 120B	117B	72.0 GB	527	54.1
Command A 111B	111B	68.3 GB	24	27.6
GLM 4.5 Air	110B	67.7 GB	224	51.0
Qwen 1.5 110B	110B	67.7 GB	24	33.4
Llama 4 Scout 17B-16E	109B	67.1 GB	158	33.9
Cogito v2 109B MoE	109B	67.1 GB	158	—
Sarvam 105B	105B	64.7 GB	26	48.0
Command-R+ 104B	104B	64.1 GB	26	52.7
Ling 2.6 Flash	104B	64.1 GB	363	36.8
Llama-3.2-90B-Vision-Instruct	90B	55.5 GB	30	48.5